Leia now edits visualizations and costs eight times less

Edit, not just create

Leia used to build a table or chart from what you asked, but starting over every time. Now you can open an existing visualization and tell her in your own words what to change: turn it into stacked bars, rename it, show it in kilograms, sort it from highest to lowest, set a target or split it into one chart per organization. She edits that same visualization instead of recreating it, respects what you adjusted by hand, and leaves untouched whatever you didn’t ask her to change. Everything happens in one dialog, with a live preview next to the conversation, an undo button, and nothing saved until you press Save.

More capable

Leia now works with advanced periods, so requests like the semesters of 2025 as columns or a custom window just work. She can create custom attributes with conditions, such as separating renewable from non renewable fuels, and metrics defined with formulas. She uses intensity metrics to compare emissions per revenue, production or headcount, understands each metric’s units, and takes into account the calculation method, framework and consolidation of your group of companies. She explores your data sources, looks up real values for filters like facilities, suppliers or countries, and checks the result with a preview before showing it to you. If something is ambiguous she asks with options; if not, she moves on and tells you the assumptions she made so you can review them. If what you ask for needs a data source your plan doesn’t include, she tells you and suggests an alternative.

Smarter and far cheaper

Before shipping this, we compared models on 44 real conversations, each run three times: the new model scored 88.6 percent correct against 87.1 percent for the previous one. With the new prompt and engine combined, it reached 89 out of 90 on an expanded test set covering periods, formulas, intensities, source changes, filters and ambiguous requests, with every critical case solved. Each conversation with Leia now costs about 0.04 euro cents versus roughly 0.3 before, around 87 percent less, while answering in about 5 seconds on average.